Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
πΏπ²
Unified (All)
πΏπ²
Chibemba
πΏπ²
Chinyanja
πΏπ²
Chitonga
πΏπ²
Silozi
π¬π§
English
π
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| you can tell when dick recently been in a pussy, taste nasty af ewww bitches better never play that shit | Mixed | Abusive | User Added |
| you can never get a group of hoes together witout em resorting to being hoes.... | Mixed | Abusive | User Added |
| you can masturbate anytime bitch lol “@greyyygoose: I just want some damn alone time. Fucccckkkkkk! Lol” | Mixed | Abusive | User Added |
| you bitches love yall some corny nigga | Mixed | Abusive | User Added |
| you are a hoe, hoe, & a hoe. | Mixed | Abusive | User Added |
| you ain't gotta be a dyke to like hoes | Mixed | Abusive | User Added |
| you ain't a real nigga without goal a to chase and a yellow bone bitch w/ some toes to paint | Mixed | Abusive | User Added |
| you a pussy ass nigga and I know it nigga. | Mixed | Hate Speech | User Added |
| you a hoe nigga forreal | Mixed | Abusive | User Added |
| yo hoe will get slayed! 🔪 | Mixed | Abusive | User Added |
| yo hoe will get slayed . 🔪🔪 | Mixed | Abusive | User Added |
| yo bitch whippin in the early morning | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph